Aneesh Krishna Ramesh - 8914620
import matplotlib as mp
import matplotlib.pyplot as plt
import numpy as np
import plotly.graph_objects as go
import plotly as pl
# Bruno fernandes big chance creation every year in the premier league
years = np.array([2020, 2021, 2022, 2023])
goals = np.array([8, 18, 10, 8]) # Replace with actual key passes data
assists = np.array([7, 12, 6, 8]) # Replace with actual assists data
bigChancesCreated = np.array([3, 20, 15, 32]) # Replace with actual expected assists data
# Create the line chart
plt.figure(figsize=(10, 6))
plt.plot(years, goals, marker='o', label='Goals')
plt.plot(years, assists, marker='o', label='Assists')
plt.plot(years, bigChancesCreated, marker='o', label='Big chances created')
plt.title("Bruno Fernandes's Chance Creation (2020-2023)")
plt.xlabel("Year")
plt.ylabel("Stat Count")
plt.xticks(years)
plt.grid(True)
plt.legend()
plt.show()
attributes = ["Passing", "Shooting", "Dribbling", "Defending", "Physical"]
values = [88, 82, 85, 65, 75]
fig = go.Figure()
fig.add_trace(go.Scatterpolar(
r=values,
theta=attributes,
fill='toself',
name='Bruno Fernandes'
))
fig.update_layout(
polar=dict(
radialaxis=dict(
visible=True,
range=[0, 100]
)),
showlegend=True,
title="Frenkie De Jong's - Midfielder - Football Attributes"
)
fig.show()
"""
References :
"""
'\nReferences : \n\n'
#Bruno Fernandes Key Passes per 90
matches = ["Wolves", "Spurs", "Nottingham Forest", "Arsenal", "Brighton", "Burnley"]
key_passes = [3, 4, 3, 4, 2, 2]
plt.figure(figsize=(10, 6))
plt.bar(matches, key_passes, color='blue', alpha=0.5)
plt.title("Key Passes per 90")
plt.xlabel("Football Matches")
plt.ylabel("Key Passes")
plt.xticks(rotation=30, ha="right") # Rotate x-axis labels for better readability
plt.show()
players = ['','J. Maddison', 'B. Fernandes', 'L. Messi']
spg = np.array([0, 2.4, 3.3, 5.6])
assists = np.array([0, 5, 12, 9])
ratings = np.array([0, 7.00, 7.52, 8.52])
fig, ax = plt.subplots(figsize=(5, 5))
scatter = ax.scatter(spg, assists, s=ratings*15, alpha=0.5, c=ratings, cmap='viridis')
for i, player in enumerate(players):
ax.annotate(player, (spg[i], assists[i]), fontsize=8, ha='center', va='center')
ax.set_xlabel("SpG")
ax.set_ylabel("Assists")
ax.set_title("Football Player Performance")
cbar = plt.colorbar(scatter)
cbar.set_label('Player Rating')
plt.grid(False)
plt.show()
pl.offline.init_notebook_mode()
Data References :
[Transfer Market] (https://www.transfermarkt.us/frenkie-de-jong/profil/spieler/326330) [Who Scored] (https://www.whoscored.com/PlayerComparison) [Who Scored - Bruno fernandes] (https://www.whoscored.com/Players/123761/Show/Bruno-Fernandes) [Who Scored - James Maddison] (https://www.whoscored.com/Players/137015/Show/James-Maddison) [Who Scored - Lionel Messi] (https://www.whoscored.com/Players/11119/Show/Lionel-Messi)